JAISIL ROSE DENNISON's repositories
Block_matching_for_stereo_images
Using a block-matching algorithm based on sum of differences, the corresponding points between two images are found and arrow are used for highlighting. The algorithms works perfectly for most of the cases.
Analyzing_Optical_System_by_using_4F_system
Performed edge detection using optical system with same signal flow as edge detection image processing algorithm. The different here is we used 4F system and modified it to get better result.
Comparitive_study_of_Deep_Learning_techniques_for_Covid_Detection_from_the_CT_Chest_Images
The goal is to compare the performance of the deep learning techniques for detecting Covid from CT Chest Images. The algorithms are tested with the novelty of adding medican filtering and appropriate data augmentation techniques. The models used are pretrained deep neural network like Densenet, Resnet and Vgg nets. The challenge here is to address the issue less number of medical data for the data hungry deep learing techniques.
Course_era_Guided_project_on_data_augmentation
I did this guided project given by rhyme along with courseera. Its worth the time cause I learnt about data augmentation even more and not stopping there, I got new ideas to apply for!!!
Guided_project_on_number_image_classification
Number classification in images using tensorflow
Image_classification_using_CNN_keras
Basic Image classification using CNN.
Motion_classifier
Classified motion based on momentum using SVM.
Pink_detector
Upload any image. It will detect pink color.
Point_cloud_segmentaion
The objective of this project is to segment point clouds based on different methods such as euclidean distance, plant fit and knn.
Segmentation-Algorithms
Exploring all available segmentation algorithm
Video_tracking-based-on-correlation
Developed a matched filter-based tracking algorithm to estimate the location of the target (Bouncing ball) in the data stream and also superimposing a bounding box. The algorithm yielded an accuracy of about 90%.
C-First-code
Just refreshing c++ and learning it for image processing application
Covid19_data_analysis_using_python
Analyzing by correlating the confirmed case data and the happiness of the people in each country!
Face-Detection-OpenCV
Face detection using OpenCV and Python
First_flask_app
Just created an app using flask. Looking forward to create computer vision apps!
FirsteverMLproject
My first ever ML project with ML.
Hello-world
My first ever Github repository
Image_Processing_projects
All image processing and image analysis projects.
Import-dataset-from-Kaggle-to-Google-Colab
Import dataset from Kaggle to Google Colab
Kaggle_competitions
My Kaggle Competition Participation
Medical-Image-Processing
To develop algorithm for the detection of various types of cancer cells.
Medical_imaging
Has a class project for segmentation of lung based on internsity thresholing and then labelling.
ML-build-models
Machine Learning practice projects and competitions
opencv
Open Source Computer Vision Library